Work

Enabling Federated Learning: Generating Synthetic Clients through Time Series Data Augmentation

Year: 2025

Type: conference-paper

DOI: 10.1109/ssi65953.2025.11107210

Authors: Ferdinand Heinrich, Tim Egger, Hadi Ghaeni, Benjamin Kormann, Franz Wenninger

Institutions: Fraunhofer Research Institution for Microsystems and Solid State Technologies, Munich University of Applied Sciences

Language: English

Topic: Privacy-Preserving Technologies in Data

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

SDG: Industry, innovation and infrastructure

Open Access status: closed

OpenAlex ID: W4413204188

FWCI: 0.984

Cites: 17

Cited by: 1

Related to: 10